The phone rang late at night, and when she answered, she spoke in whispers, retreating to the kitchen. He was not meant to hear. The hushed tone, the stolen glances, the way she clutched the phone to her chest – all of it screamed secrecy. This filled him with a bitter, sour anger.

He lay in bed, feigning sleep, listening to her voice. He pictured her, talking to someone else, and a terrible, destructive desire filled him.

He wanted to scream, to lash out, to destroy everything. He closed his eyes, his fists clenched, and his jaw locked. He felt the blood pounding in his temples.

He could barely breathe.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260